Lacuna/Labs
suggest-photo-to-listing-match
green
#217 / 601

NAME

suggest-photo-to-listing-match — Match orphan photos to likely listings. Addresses pain #13. Matrix mod 2026-06-01: Engram-side — matches phone-uploaded photos to desktop drafts.

SYNOPSIS

id suggest-photo-to-listing-match tier green section §8. Green — cloud assist + web search + vision (46 baseline, 152 post-matrix) trigger event tools (vision), search_listings source new

DESCRIPTION

Vision model embeds the photo into a vector, then we compare vectors. Visual similarity without anyone having to label anything.

Match orphan photos to likely listings. Addresses pain #13. Matrix mod 2026-06-01: Engram-side — matches phone-uploaded photos to desktop drafts.

MECHANISM

INPUToperator / ctxTRANSFORMverb callOUTPUTrender / done

not-yet-implemented — no cart file at curator-web/src/scheme/carts/…/suggest-photo-to-listing-match.sks

EXAMPLES

Example forthcoming — docs/automations/examples.json entry editable in place.

TIER

green
cloud assist / web search / image understanding · sub-cent / call

FITNESS

Ready

Fits any shop today — this one has no sample-size floor.

SEE ALSO

HISTORY

canonical source: curator/docs/AUTOMATIONS-CANONICAL.md · §8-green-cloud-assist-web-search-vision-46-baseline-152-post-matrix
last regenerated: 2026-06-05 20:31 UTC (mechanical — edits land in the MD or sidecars, not here)

KNOWN BUGS

(none recorded — flag in AUTOMATIONS-CANONICAL.md or open an issue against the cart file)